1
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Xue L, Zhou S, Wu J, Duchemin N, Chen B, Zhang J, Zhang H, Yang K, Hu YJ. Development of On-DNA Cyclic Imide Synthesis for DNA Encoded Library Construction. Chembiochem 2023; 24:e202300206. [PMID: 37380609 DOI: 10.1002/cbic.202300206] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2023] [Revised: 06/26/2023] [Accepted: 06/26/2023] [Indexed: 06/30/2023]
Abstract
Here, we describe a novel method for the on-DNA synthesis of cyclic imides, an important class of molecules that includes several well-known medications. Significantly, the new method enabled on-DNA synthesis under mild conditions with high conversions and a broad functional group tolerance, utilizing ubiquitous bifunctional amines and bis-carboxylic acid, or alkyl halides, and therefore served as the linchpin for DNA encoded library (DEL) synthesis. The mechanism study of off-DNA and on-DNA chemical transformations revealed unique insights in contrast to conventional chemical transformation.
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Affiliation(s)
- Lijun Xue
- Pharmaron (Ningbo) Technology Development Co., Ltd., No. 800 Bin-Hai 4th Road, Hangzhou Bay New Zone, Ningbo, 315336, China
| | - Sufang Zhou
- Pharmaron (Ningbo) Technology Development Co., Ltd., No. 800 Bin-Hai 4th Road, Hangzhou Bay New Zone, Ningbo, 315336, China
| | - Jing Wu
- Pharmaron (Ningbo) Technology Development Co., Ltd., No. 800 Bin-Hai 4th Road, Hangzhou Bay New Zone, Ningbo, 315336, China
| | - Nicolas Duchemin
- Pharmaron UK, Ltd., Innovation Park, West Cl, Hertford Rd, Hoddesdon, EN11 9FH, UK
| | - Bingxin Chen
- Pharmaron (Ningbo) Technology Development Co., Ltd., No. 800 Bin-Hai 4th Road, Hangzhou Bay New Zone, Ningbo, 315336, China
| | - Jie Zhang
- Pharmaron (Ningbo) Technology Development Co., Ltd., No. 800 Bin-Hai 4th Road, Hangzhou Bay New Zone, Ningbo, 315336, China
| | - Huanqing Zhang
- Pharmaron (Ningbo) Technology Development Co., Ltd., No. 800 Bin-Hai 4th Road, Hangzhou Bay New Zone, Ningbo, 315336, China
| | - Kexin Yang
- Pharmaron Beijing Co., Ltd., 6 Taihe Road, BDA, Beijing, 100176, China
| | - Yun Jin Hu
- Pharmaron (Ningbo) Technology Development Co., Ltd., No. 800 Bin-Hai 4th Road, Hangzhou Bay New Zone, Ningbo, 315336, China
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2
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Cui M, Nguyen D, Gaillez MP, Heiden S, Lin W, Thompson M, Reddavide FV, Chen Q, Zhang Y. Trio-pharmacophore DNA-encoded chemical library for simultaneous selection of fragments and linkers. Nat Commun 2023; 14:1481. [PMID: 36932079 PMCID: PMC10023787 DOI: 10.1038/s41467-023-37071-1] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2022] [Accepted: 02/28/2023] [Indexed: 03/19/2023] Open
Abstract
The split-and-pool method has been widely used to synthesize chemical libraries of a large size for early drug discovery, albeit without the possibility of meaningful quality control. In contrast, a self-assembled DNA-encoded chemical library (DEL) allows us to construct an m x n-member library by mixing an m-member and an n-member pre-purified sub-library. Herein, we report a trio-pharmacophore DEL (T-DEL) of m x l x n members through assembling three pre-purified and validated sub-libraries. The middle sub-library is synthesized using DNA-templated synthesis with different reaction mechanisms and designed as a linkage connecting the fragments displayed on the flanking two sub-libraries. Despite assembling three fragments, the resulting compounds do not exceed the up-to-date standard of molecular weight regarding drug-likeness. We demonstrate the utility of T-DEL in linker optimization for known binding fragments against trypsin and carbonic anhydrase II and by de novo selections against matrix metalloprotease-2 and -9.
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Affiliation(s)
- Meiying Cui
- B CUBE, Center for Molecular Bioengineering, Technische Universität Dresden, Dresden, Germany
| | | | - Michelle Patino Gaillez
- B CUBE, Center for Molecular Bioengineering, Technische Universität Dresden, Dresden, Germany
| | | | - Weilin Lin
- B CUBE, Center for Molecular Bioengineering, Technische Universität Dresden, Dresden, Germany
| | | | | | - Qinchang Chen
- Research Institute of Intelligent Computing, Zhejiang Lab, Hangzhou, China.
- School of Life Sciences and Technology, Tongji University, Shanghai, China.
| | - Yixin Zhang
- B CUBE, Center for Molecular Bioengineering, Technische Universität Dresden, Dresden, Germany.
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3
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Dockerill M, Winssinger N. DNA-Encoded Libraries: Towards Harnessing their Full Power with Darwinian Evolution. Angew Chem Int Ed Engl 2023; 62:e202215542. [PMID: 36458812 DOI: 10.1002/anie.202215542] [Citation(s) in RCA: 14] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2022] [Revised: 11/29/2022] [Accepted: 11/30/2022] [Indexed: 12/05/2022]
Abstract
DNA-encoded library (DEL) technologies are transforming the drug discovery process, enabling the identification of ligands at unprecedented speed and scale. DEL makes use of libraries that are orders of magnitude larger than traditional high-throughput screens. While a DNA tag alludes to a genotype-phenotype connection that is exploitable for molecular evolution, most of the work in the field is performed with libraries where the tag serves as an amplifiable barcode but does not allow "translation" into the synthetic product it is linked to. In this Review, we cover technologies that enable the "translation" of the genetic tag into synthetic molecules, both biochemically and chemically, and explore how it can be used to harness Darwinian evolutionary pressure.
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Affiliation(s)
- Millicent Dockerill
- Department of Organic Chemistry, NCCR Chemical Biology, Faculty of Sciences, University of Geneva, 1211, Geneva, Switzerland
| | - Nicolas Winssinger
- Department of Organic Chemistry, NCCR Chemical Biology, Faculty of Sciences, University of Geneva, 1211, Geneva, Switzerland
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4
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Castan IFSF, Graham JS, Salvini CLA, Stanway-Gordon HA, Waring MJ. On the design of lead-like DNA-encoded chemical libraries. Bioorg Med Chem 2021; 43:116273. [PMID: 34147943 DOI: 10.1016/j.bmc.2021.116273] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2021] [Revised: 05/25/2021] [Accepted: 06/04/2021] [Indexed: 01/11/2023]
Abstract
DNA-encoded libraries (DELs) are becoming an established technology for finding ligands for protein targets. We have abstracted and analysed libraries from the literature to assess the synthesis strategy, selections of reactions and monomers and their propensity to reveal hits. DELs have led to hit compounds across a range of diverse protein classes. The range of reactions and monomers utilised has been relatively limited and the hits are often higher in molecular weight than might be considered ideal. Considerations for future library designs with reference to chemical diversity and lead-like properties are discussed.
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Affiliation(s)
- Isaline F S F Castan
- Cancer Research UK Newcastle Drug Discovery Unit, Chemistry, Bedson Building, Newcastle University, Newcastle upon Tyne NE1 7RU, UK
| | - Jessica S Graham
- Cancer Research UK Newcastle Drug Discovery Unit, Chemistry, Bedson Building, Newcastle University, Newcastle upon Tyne NE1 7RU, UK
| | - Catherine L A Salvini
- Cancer Research UK Newcastle Drug Discovery Unit, Chemistry, Bedson Building, Newcastle University, Newcastle upon Tyne NE1 7RU, UK
| | - Harriet A Stanway-Gordon
- Cancer Research UK Newcastle Drug Discovery Unit, Chemistry, Bedson Building, Newcastle University, Newcastle upon Tyne NE1 7RU, UK
| | - Michael J Waring
- Cancer Research UK Newcastle Drug Discovery Unit, Chemistry, Bedson Building, Newcastle University, Newcastle upon Tyne NE1 7RU, UK.
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5
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Rossetti M, Bertucci A, Patiño T, Baranda L, Porchetta A. Programming DNA-Based Systems through Effective Molarity Enforced by Biomolecular Confinement. Chemistry 2020; 26:9826-9834. [PMID: 32428310 DOI: 10.1002/chem.202001660] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2020] [Revised: 05/12/2020] [Indexed: 12/12/2022]
Abstract
The fundamental concept of effective molarity is observed in a variety of biological processes, such as protein compartmentalization within organelles, membrane localization and signaling paths. To control molecular encountering and promote effective interactions, nature places biomolecules in specific sites inside the cell in order to generate a high, localized concentration different from the bulk concentration. Inspired by this mechanism, scientists have artificially recreated in the lab the same strategy to actuate and control artificial DNA-based functional systems. Here, it is discussed how harnessing effective molarity has led to the development of a number of proximity-induced strategies, with applications ranging from DNA-templated organic chemistry and catalysis, to biosensing and protein-supported DNA assembly.
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Affiliation(s)
- Marianna Rossetti
- Department of Chemistry, University of Rome Tor Vergata, Via della Ricerca Scientifica, 00133, Rome, Italy
| | - Alessandro Bertucci
- Department of Chemistry, University of Rome Tor Vergata, Via della Ricerca Scientifica, 00133, Rome, Italy
| | - Tania Patiño
- Department of Chemistry, University of Rome Tor Vergata, Via della Ricerca Scientifica, 00133, Rome, Italy
| | - Lorena Baranda
- Department of Chemistry, University of Rome Tor Vergata, Via della Ricerca Scientifica, 00133, Rome, Italy
| | - Alessandro Porchetta
- Department of Chemistry, University of Rome Tor Vergata, Via della Ricerca Scientifica, 00133, Rome, Italy
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6
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Zhou QY, Zhong XY, Zhao LL, Wang LJ, Zhou YL, Zhang XX. High-throughput ultra-sensitive discrimination of single nucleotide polymorphism via click chemical ligation. Analyst 2020; 145:172-176. [PMID: 31724655 DOI: 10.1039/c9an01672d] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Single nucleotide polymorphisms (SNPs) have been proven to be important biomarkers for disease diagnosis, prognosis and disease pathogenesis. Here, taking the advantages of a self-assembled oligonucleotide sandwich structure and robust chemical reactions, we have developed a simple, high-throughput and effective colorimetric analytical technique termed CuAAC-based ligation-assisted assays (CuAAC-LA) for SNP detection using a DNA-BIND 96-well plate. With the 5'-azide and 3'-alkyne groups labelled on two oligonucleotide probes, the target DNA can direct a Cu(i)-catalyzed alkyne-azide cycloaddition (CuAAC) click reaction. Since the small difference in duplex stability caused by a single-nucleotide mismatch was amplified by the steric effects of these reactive groups for the ligation reaction of an unstable duplex, CuAAC-LA exhibited an ultra-sensitive discrimination ability for a mutant type target in the presence of large amounts of wild type targets. As low as 0.05% SNP could be clearly detected, which was better than most previously reported methods by various DNA ligases, indicating that a simple and rapid synthetic method i.e., the DNA template-directed click reaction held the potential to replace the ligase for SNP detection.
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Affiliation(s)
- Qian-Yu Zhou
- Beijing National Laboratory for Molecular Sciences (BNLMS), MOE Key Laboratory of Bioorganic Chemistry and Molecular Engineering, College of Chemistry and Molecular Engineering, Peking University, Beijing 100871, China.
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7
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Madsen D, Azevedo C, Micco I, Petersen LK, Hansen NJV. An overview of DNA-encoded libraries: A versatile tool for drug discovery. PROGRESS IN MEDICINAL CHEMISTRY 2020; 59:181-249. [PMID: 32362328 DOI: 10.1016/bs.pmch.2020.03.001] [Citation(s) in RCA: 46] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
DNA-encoded libraries (DELs) are collections of small molecules covalently attached to amplifiable DNA tags carrying unique information about the structure of each library member. A combinatorial approach is used to construct the libraries with iterative DNA encoding steps, facilitating tracking of the synthetic history of the attached compounds by DNA sequencing. Various screening protocols have been developed which allow protein target binders to be selected out of pools containing up to billions of different small molecules. The versatile methodology has allowed identification of numerous biologically active compounds and is now increasingly being adopted as a tool for lead discovery campaigns and identification of chemical probes. A great focus in recent years has been on developing DNA compatible chemistries that expand the structural diversity of the small molecule library members in DELs. This chapter provides an overview of the challenges and accomplishments in DEL technology, reviewing the technological aspects of producing and screening DELs with a perspective on opportunities, limitations, and future directions.
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8
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Song M, Hwang GT. DNA-Encoded Library Screening as Core Platform Technology in Drug Discovery: Its Synthetic Method Development and Applications in DEL Synthesis. J Med Chem 2020; 63:6578-6599. [PMID: 32039601 DOI: 10.1021/acs.jmedchem.9b01782] [Citation(s) in RCA: 99] [Impact Index Per Article: 24.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
DNA-encoded library technology (DELT) was introduced to our medicinal chemistry society more than 20 years ago. The application of DELT in the development of clinical candidates has been actively reported in the literature recently. A few representative examples include RIP1K inhibitors for inflammatory diseases and sEH inhibitors for endothelial dysfunction or abnormal tissue repair, among many others. Here, the authors would like to recall the recent developments in on-DNA synthetic methodologies for DEL construction and to analyze recent examples in the literature of DELT-based drug development efforts pursued in both the academic and industrial sectors. With this perspective, we hope to provide a useful summary of recent DELT-based drug discovery research and to discuss the future scope of DELT in medicinal chemistry.
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Affiliation(s)
- Minsoo Song
- New Drug Development Center (NDDC), Daegu-Gyeongbuk Medical Innovation Foundation (DGMIF), 80 Cheombok-ro, Dong-gu, Daegu 41061, Korea
| | - Gil Tae Hwang
- Department of Chemistry and Green-Nano Materials Research Center, Kyungpook National University, Daegu 41566, Korea
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9
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Zhao G, Huang Y, Zhou Y, Li Y, Li X. Future challenges with DNA-encoded chemical libraries in the drug discovery domain. Expert Opin Drug Discov 2019; 14:735-753. [DOI: 10.1080/17460441.2019.1614559] [Citation(s) in RCA: 49] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Affiliation(s)
- Guixian Zhao
- Tumour Targeted Therapy and Chemical Biology Research Center, School of Pharmaceutical Sciences, Chongqing University, Chongqing, China
| | - Yiran Huang
- Department of Chemistry, The University of Hong Kong, Hong Kong SAR, China
| | - Yu Zhou
- Department of Chemistry, The University of Hong Kong, Hong Kong SAR, China
- Key Laboratory of Chemical Genomics, School of Chemical Biology and Biotechnology, Peking University Shenzhen Graduate School, Shenzhen, China
| | - Yizhou Li
- Tumour Targeted Therapy and Chemical Biology Research Center, School of Pharmaceutical Sciences, Chongqing University, Chongqing, China
| | - Xiaoyu Li
- Department of Chemistry, The University of Hong Kong, Hong Kong SAR, China
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10
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Kunig V, Potowski M, Gohla A, Brunschweiger A. DNA-encoded libraries - an efficient small molecule discovery technology for the biomedical sciences. Biol Chem 2019; 399:691-710. [PMID: 29894294 DOI: 10.1515/hsz-2018-0119] [Citation(s) in RCA: 50] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2018] [Accepted: 04/12/2018] [Indexed: 12/12/2022]
Abstract
DNA-encoded compound libraries are a highly attractive technology for the discovery of small molecule protein ligands. These compound collections consist of small molecules covalently connected to individual DNA sequences carrying readable information about the compound structure. DNA-tagging allows for efficient synthesis, handling and interrogation of vast numbers of chemically synthesized, drug-like compounds. They are screened on proteins by an efficient, generic assay based on Darwinian principles of selection. To date, selection of DNA-encoded libraries allowed for the identification of numerous bioactive compounds. Some of these compounds uncovered hitherto unknown allosteric binding sites on target proteins; several compounds proved their value as chemical biology probes unraveling complex biology; and the first examples of clinical candidates that trace their ancestry to a DNA-encoded library were reported. Thus, DNA-encoded libraries proved their value for the biomedical sciences as a generic technology for the identification of bioactive drug-like molecules numerous times. However, large scale experiments showed that even the selection of billions of compounds failed to deliver bioactive compounds for the majority of proteins in an unbiased panel of target proteins. This raises the question of compound library design.
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Affiliation(s)
- Verena Kunig
- Department of Chemistry and Chemical Biology, TU Dortmund University, Otto-Hahn-Str. 6, D-44227 Dortmund, Germany
| | - Marco Potowski
- Department of Chemistry and Chemical Biology, TU Dortmund University, Otto-Hahn-Str. 6, D-44227 Dortmund, Germany
| | - Anne Gohla
- Department of Chemistry and Chemical Biology, TU Dortmund University, Otto-Hahn-Str. 6, D-44227 Dortmund, Germany
| | - Andreas Brunschweiger
- Department of Chemistry and Chemical Biology, TU Dortmund University, Otto-Hahn-Str. 6, D-44227 Dortmund, Germany
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11
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O’Reilly RK, Turberfield AJ, Wilks TR. The Evolution of DNA-Templated Synthesis as a Tool for Materials Discovery. Acc Chem Res 2017; 50:2496-2509. [PMID: 28915003 PMCID: PMC5746846 DOI: 10.1021/acs.accounts.7b00280] [Citation(s) in RCA: 56] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
![]()
Precise control over reactivity and molecular
structure is a fundamental
goal of the chemical sciences. Billions of years of evolution by natural
selection have resulted in chemical systems capable of information
storage, self-replication, catalysis, capture and production of light,
and even cognition. In all these cases, control over molecular structure
is required to achieve a particular function: without structural control,
function may be impaired, unpredictable, or impossible. The
search for molecules with a desired function is often achieved
by synthesizing a combinatorial library, which contains many or all
possible combinations of a set of chemical building blocks (BBs),
and then screening this library to identify “successful”
structures. The largest libraries made by conventional synthesis are
currently of the order of 108 distinct molecules. To put
this in context, there are 1013 ways of arranging the 21
proteinogenic amino acids in chains up to 10 units long. Given that
we know that a number of these compounds have potent biological activity,
it would be highly desirable to be able to search them all to identify
leads for new drug molecules. Large libraries of oligonucleotides
can be synthesized combinatorially and translated into peptides using
systems based on biological replication such as mRNA display, with
selected molecules identified by DNA sequencing; but these methods
are limited to BBs that are compatible with cellular machinery. In
order to search the vast tracts of chemical space beyond nucleic acids
and natural peptides, an alternative approach is required. DNA-templated
synthesis (DTS) could enable us to meet this challenge.
DTS controls chemical product formation by using the specificity of
DNA hybridization to bring selected reactants into close proximity,
and is capable of the programmed synthesis of many distinct products
in the same reaction vessel. By making use of dynamic, programmable
DNA processes, it is possible to engineer a system that can translate
instructions coded as a sequence of DNA bases into a chemical structure—a
process analogous to the action of the ribosome in living organisms
but with the potential to create a much more chemically diverse set
of products. It is also possible to ensure that each product molecule
is tagged with its identifying DNA sequence. Compound libraries synthesized
in this way can be exposed to selection against suitable targets,
enriching successful molecules. The encoding DNA can then be amplified
using the polymerase chain reaction and decoded by DNA sequencing.
More importantly, the DNA instruction sequences can be mutated and
reused during multiple rounds of amplification, translation, and selection.
In other words, DTS could be used as the foundation for a system of
synthetic molecular evolution, which could allow us to efficiently
search a vast chemical space. This has huge potential to revolutionize
materials discovery—imagine being able to evolve molecules
for light harvesting, or catalysts for CO2 fixation. The field of DTS has developed to the point where a wide variety
of reactions can be performed on a DNA template. Complex architectures
and autonomous “DNA robots” have been implemented for
the controlled assembly of BBs, and these mechanisms have in turn
enabled the one-pot synthesis of large combinatorial libraries. Indeed,
DTS libraries are being exploited by pharmaceutical companies and
have already found their way into drug lead discovery programs. This
Account explores the processes involved in DTS and highlights the
challenges that remain in creating a general system for molecular
discovery by evolution.
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Affiliation(s)
- Rachel K. O’Reilly
- Department
of Chemistry, University of Warwick, Coventry CV4 7AL, United Kingdom
| | - Andrew J. Turberfield
- Clarendon
Laboratory, Department of Physics, University of Oxford, Parks Road, Oxford OX1 3PU, United Kingdom
| | - Thomas R. Wilks
- Department
of Chemistry, University of Warwick, Coventry CV4 7AL, United Kingdom
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12
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Shi B, Deng Y, Zhao P, Li X. Selecting a DNA-Encoded Chemical Library against Non-immobilized Proteins Using a “Ligate–Cross-Link–Purify” Strategy. Bioconjug Chem 2017; 28:2293-2301. [PMID: 28742329 DOI: 10.1021/acs.bioconjchem.7b00343] [Citation(s) in RCA: 30] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Affiliation(s)
- Bingbing Shi
- Key
Laboratory of Chemical Genomics, School of Chemical Biology and Biotechnology, Peking University Shenzhen Graduate School, 2199 Lishui Road West, Shenzhen 518055, China
- Department
of Chemistry, The University of Hong Kong, Pokfulam Road, Hong Kong SAR, China
| | - Yuqing Deng
- Department
of Chemistry, The University of Hong Kong, Pokfulam Road, Hong Kong SAR, China
| | - Peng Zhao
- Department
of Chemistry, The University of Hong Kong, Pokfulam Road, Hong Kong SAR, China
- Institute
of Nuclear Physics and Chemistry, China Academy of Engineering Physics, 64 Mianshan Road, Mianyang, Sichuan 621900, China
| | - Xiaoyu Li
- Department
of Chemistry, The University of Hong Kong, Pokfulam Road, Hong Kong SAR, China
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13
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Abstract
DNA-encoded chemical library technologies are increasingly being adopted in drug discovery for hit and lead generation. DNA-encoded chemistry enables the exploration of chemical spaces four to five orders of magnitude more deeply than is achievable by traditional high-throughput screening methods. Operation of this technology requires developing a range of capabilities including aqueous synthetic chemistry, building block acquisition, oligonucleotide conjugation, large-scale molecular biological transformations, selection methodologies, PCR, sequencing, sequence data analysis and the analysis of large chemistry spaces. This Review provides an overview of the development and applications of DNA-encoded chemistry, highlighting the challenges and future directions for the use of this technology.
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14
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Recent advances on the encoding and selection methods of DNA-encoded chemical library. Bioorg Med Chem Lett 2016; 27:361-369. [PMID: 28011218 DOI: 10.1016/j.bmcl.2016.12.025] [Citation(s) in RCA: 51] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2016] [Revised: 12/07/2016] [Accepted: 12/08/2016] [Indexed: 11/22/2022]
Abstract
DNA-encoded chemical library (DEL) has emerged as a powerful and versatile tool for ligand discovery in chemical biology research and in drug discovery. Encoding and selection methods are two of the most important technological aspects of DEL that can dictate the performance and utilities of DELs. In this digest, we have summarized recent advances on the encoding and selection strategies of DEL and also discussed the latest developments on DNA-encoded dynamic library, a new frontier in DEL research.
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15
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Satz AL. Simulated Screens of DNA Encoded Libraries: The Potential Influence of Chemical Synthesis Fidelity on Interpretation of Structure-Activity Relationships. ACS COMBINATORIAL SCIENCE 2016; 18:415-24. [PMID: 27116029 DOI: 10.1021/acscombsci.6b00001] [Citation(s) in RCA: 46] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Simulated screening of DNA encoded libraries indicates that the presence of truncated byproducts complicates the relationship between library member enrichment and equilibrium association constant (these truncates result from incomplete chemical reactions during library synthesis). Further, simulations indicate that some patterns observed in reported experimental data may result from the presence of truncated byproducts in the library mixture and not structure-activity relationships. Potential experimental methods of minimizing the presence of truncates are assessed via simulation; the relationship between enrichment and equilibrium association constant for libraries of differing purities is investigated. Data aggregation techniques are demonstrated that allow for more accurate analysis of screening results, in particular when the screened library contains significant quantities of truncates.
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Affiliation(s)
- Alexander L. Satz
- Roche Innovation Center Basel, Grenzacherstrasse
124, 4070 Basel, Switzerland
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16
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Affiliation(s)
- Raphael M. Franzini
- Department
of Medicinal Chemistry,
College of Pharmacy, University of Utah, 30 S 2000 E, Salt Lake City, Utah 84112, United States
| | - Cassie Randolph
- Department
of Medicinal Chemistry,
College of Pharmacy, University of Utah, 30 S 2000 E, Salt Lake City, Utah 84112, United States
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17
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Salamon H, Klika Škopić M, Jung K, Bugain O, Brunschweiger A. Chemical Biology Probes from Advanced DNA-encoded Libraries. ACS Chem Biol 2016; 11:296-307. [PMID: 26820267 DOI: 10.1021/acschembio.5b00981] [Citation(s) in RCA: 95] [Impact Index Per Article: 11.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
The identification of bioactive compounds is a crucial step toward development of probes for chemical biology studies. Screening of DNA-encoded small molecule libraries (DELs) has emerged as a validated technology to interrogate vast chemical space. DELs consist of chimeric molecules composed of a low-molecular weight compound that is conjugated to a DNA identifier tag. They are screened as pooled libraries using selection to identify "hits." Screening of DELs has identified numerous bioactive compounds. Some of these molecules were instrumental in gaining a deeper understanding of biological systems. One of the main challenges in the field is the development of synthesis methodology for DELs.
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Affiliation(s)
- Hazem Salamon
- Faculty of Chemistry and
Chemical Biology, Technical University of Dortmund, Otto-Hahn-Straße
6, D-44227 Dortmund, Germany
| | - Mateja Klika Škopić
- Faculty of Chemistry and
Chemical Biology, Technical University of Dortmund, Otto-Hahn-Straße
6, D-44227 Dortmund, Germany
| | - Kathrin Jung
- Faculty of Chemistry and
Chemical Biology, Technical University of Dortmund, Otto-Hahn-Straße
6, D-44227 Dortmund, Germany
| | - Olivia Bugain
- Faculty of Chemistry and
Chemical Biology, Technical University of Dortmund, Otto-Hahn-Straße
6, D-44227 Dortmund, Germany
| | - Andreas Brunschweiger
- Faculty of Chemistry and
Chemical Biology, Technical University of Dortmund, Otto-Hahn-Straße
6, D-44227 Dortmund, Germany
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18
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Tian X, Basarab GS, Selmi N, Kogej T, Zhang Y, Clark M, Goodnow Jr. RA. Development and design of the tertiary amino effect reaction for DNA-encoded library synthesis. MEDCHEMCOMM 2016. [DOI: 10.1039/c6md00088f] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
The tertiary amino effect reaction was explored and developed for application to DNA-encoded library synthesis.
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Affiliation(s)
| | - Gregory S. Basarab
- AstraZeneca Infection
- Innovative Medicines and Early Development Biotech Unit
- Waltham
- USA
- Department of Chemistry
| | - Nidhal Selmi
- AstraZeneca Discovery Sciences
- Innovative Medicines and Early Development
- Biotech Unity
- SE-431 83 Mölndal
- Sweden
| | - Thierry Kogej
- AstraZeneca Discovery Sciences
- Innovative Medicines and Early Development
- Biotech Unity
- SE-431 83 Mölndal
- Sweden
| | | | | | - Robert A. Goodnow Jr.
- AstraZeneca Discovery Sciences
- Innovative Medicines and Early Development Biotech Unit
- Waltham
- USA
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19
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Zambaldo C, Daguer JP, Saarbach J, Barluenga S, Winssinger N. Screening for covalent inhibitors using DNA-display of small molecule libraries functionalized with cysteine reactive moieties. MEDCHEMCOMM 2016. [DOI: 10.1039/c6md00242k] [Citation(s) in RCA: 45] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
Discriminating between non-covalent and covalent inhibitors with SDS wash in microarray-based screen.
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Affiliation(s)
- C. Zambaldo
- Department of Organic Chemistry
- NCCR Chemical Biology
- University of Geneva
- Switzerland
| | - J.-P. Daguer
- Department of Organic Chemistry
- NCCR Chemical Biology
- University of Geneva
- Switzerland
| | - J. Saarbach
- Department of Organic Chemistry
- NCCR Chemical Biology
- University of Geneva
- Switzerland
| | - S. Barluenga
- Department of Organic Chemistry
- NCCR Chemical Biology
- University of Geneva
- Switzerland
| | - N. Winssinger
- Department of Organic Chemistry
- NCCR Chemical Biology
- University of Geneva
- Switzerland
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20
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Novel PTP1B inhibitors identified by DNA display of fragment pairs. Bioorg Med Chem Lett 2015; 26:1080-1085. [PMID: 26691757 DOI: 10.1016/j.bmcl.2015.11.102] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2015] [Revised: 11/27/2015] [Accepted: 11/28/2015] [Indexed: 12/15/2022]
Abstract
DNA display of PNA-encoded libraries was used to pair fragments containing different phosphotyrosine surrogates with diverse triazoles. Microarray-based screening of the combinatorially paired fragment sets (62,500 combinations) against a prototypical phosphatase, PTP1B, was used to identify the fittest fragments. A focused library (10,000 members) covalently pairing identified fragments with linkers of different length and geometry was synthesized. Screening of the focused library against PTP1B and closely related TCPTP revealed orthogonal inhibitors. The selectivity of the identified inhibitors for PTP1B versus TCPT was confirmed by enzymatic inhibition assay.
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21
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Satz AL. DNA Encoded Library Selections and Insights Provided by Computational Simulations. ACS Chem Biol 2015; 10:2237-45. [PMID: 26176408 DOI: 10.1021/acschembio.5b00378] [Citation(s) in RCA: 56] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
DNA encoded library (DEL) technology allows for rapid generation of extremely large numbers of small molecules and is often used to find novel chemical starting points for pharmaceutically relevant proteins. DEL selection output consists of a list of small-molecule structures and enrichment levels. It is widely presumed that molecules with greater enrichment will have larger equilibrium association constants, and follow-up efforts are triaged accordingly. Herein we describe a simple mathematical model used to simulate DEL selections. Simulations predict that enrichment levels will correlate poorly with equilibrium association constants when selections use high concentrations of protein or lower quality DELs (high variance in final product synthetic yields). A potentially superior technique is demonstrated to qualitatively assess equilibrium association constants directly from sequencing data. This technique requires conducting selections over a range of protein concentrations, so that the influence of synthetic yield can be accounted for.
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Affiliation(s)
- Alexander L. Satz
- Roche Innovation Center Basel, Grenzacherstrasse
124, Basel 4070, Switzerland
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22
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Franzini RM, Biendl S, Mikutis G, Samain F, Scheuermann J, Neri D. "Cap-and-Catch" Purification for Enhancing the Quality of Libraries of DNA Conjugates. ACS COMBINATORIAL SCIENCE 2015; 17:393-8. [PMID: 26083096 DOI: 10.1021/acscombsci.5b00072] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
The potential of DNA-encoded combinatorial libraries (DECLs) as tools for hit discovery crucially relies on the availability of methods for their synthesis at acceptable purity and quality. Incomplete reactions in the presence of DNA can noticeably affect the purity of DECLs and methods to selectively remove unreacted oligonucleotide-based starting products would likely enhance the quality of DECL screening results. We describe an approach to selectively remove unreacted oligonucleotide starting products from reaction mixtures and demonstrate its applicability in the context of acylation of amino-modified DNA. Following an amide bond forming reaction, we treat unreacted amino-modified DNAs with biotinylating reagents and isolate the corresponding biotinylated oligonucleotides from the reaction mixture by affinity capture on streptavidin-coated sepharose. This approach, which yields the desired DNA-conjugate at enhanced purity, can be applied both to reactions performed in solution and to procedures in which DNA is immobilized on an anion exchange solid support.
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Affiliation(s)
- Raphael M. Franzini
- Institute
of Pharmaceutical Sciences, ETH Zürich Vladimir-Prelog-Weg 3, 8093 Zürich, Switzerland
| | - Stefan Biendl
- Institute
of Pharmaceutical Sciences, ETH Zürich Vladimir-Prelog-Weg 3, 8093 Zürich, Switzerland
| | | | - Florent Samain
- Philochem AG, Libernstrasse 3, 8112 Otelfingen, Switzerland
| | - Jörg Scheuermann
- Institute
of Pharmaceutical Sciences, ETH Zürich Vladimir-Prelog-Weg 3, 8093 Zürich, Switzerland
| | - Dario Neri
- Institute
of Pharmaceutical Sciences, ETH Zürich Vladimir-Prelog-Weg 3, 8093 Zürich, Switzerland
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23
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Blakskjaer P, Heitner T, Hansen NJV. Fidelity by design: Yoctoreactor and binder trap enrichment for small-molecule DNA-encoded libraries and drug discovery. Curr Opin Chem Biol 2015; 26:62-71. [PMID: 25732963 DOI: 10.1016/j.cbpa.2015.02.003] [Citation(s) in RCA: 51] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2014] [Revised: 01/13/2015] [Accepted: 02/02/2015] [Indexed: 01/26/2023]
Abstract
DNA-encoded small-molecule library (DEL) technology allows vast drug-like small molecule libraries to be efficiently synthesized in a combinatorial fashion and screened in a single tube method for binding, with an assay readout empowered by advances in next generation sequencing technology. This approach has increasingly been applied as a viable technology for the identification of small-molecule modulators to protein targets and as precursors to drugs in the past decade. Several strategies for producing and for screening DELs have been devised by both academic and industrial institutions. This review highlights some of the most significant and recent strategies along with important results. A special focus on the production of high fidelity DEL technologies with the ability to eliminate screening noise and false positives is included: using a DNA junction called the Yoctoreactor, building blocks (BBs) are spatially confined at the center of the junction facilitating both the chemical reaction between BBs and encoding of the synthetic route. A screening method, known as binder trap enrichment, permits DELs to be screened robustly in a homogeneous manner delivering clean data sets and potent hits for even the most challenging targets.
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Affiliation(s)
| | - Tara Heitner
- Vipergen ApS, Gammel Kongevej 23A, 1610 Copenhagen V, Denmark
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24
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Franzini RM, Ekblad T, Zhong N, Wichert M, Decurtins W, Nauer A, Zimmermann M, Samain F, Scheuermann J, Brown PJ, Hall J, Gräslund S, Schüler H, Neri D. Identification of Structure-Activity Relationships from Screening a Structurally Compact DNA-Encoded Chemical Library. Angew Chem Int Ed Engl 2015. [DOI: 10.1002/ange.201410736] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
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25
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Franzini RM, Ekblad T, Zhong N, Wichert M, Decurtins W, Nauer A, Zimmermann M, Samain F, Scheuermann J, Brown PJ, Hall J, Gräslund S, Schüler H, Neri D. Identification of Structure-Activity Relationships from Screening a Structurally Compact DNA-Encoded Chemical Library. Angew Chem Int Ed Engl 2015; 54:3927-31. [DOI: 10.1002/anie.201410736] [Citation(s) in RCA: 78] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2014] [Indexed: 11/10/2022]
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26
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Li G, Zheng W, Liu Y, Li X. Novel encoding methods for DNA-templated chemical libraries. Curr Opin Chem Biol 2015; 26:25-33. [PMID: 25635927 DOI: 10.1016/j.cbpa.2015.01.004] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2014] [Accepted: 01/08/2015] [Indexed: 12/12/2022]
Abstract
Among various types of DNA-encoded chemical libraries, DNA-templated library takes advantage of the sequence-specificity of DNA hybridization, enabling not only highly effective DNA-templated chemical reactions, but also high fidelity in library encoding. This brief review summarizes recent advances that have been made on the encoding strategies for DNA-templated libraries, and it also highlights their respective advantages and limitations for the preparation of DNA-encoded libraries.
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Affiliation(s)
- Gang Li
- Key Laboratory of Bioorganic Chemistry and Molecular Engineering of the Ministry of Education, Beijing National Laboratory of Molecular Sciences, College of Chemistry and Molecular Engineering, Peking University, Beijing 100871, China
| | - Wenlu Zheng
- Key Laboratory of Chemical Genomics, School of Chemical Biology and Biotechnology, Peking University Shenzhen Graduate School, Shenzhen 518055, China
| | - Ying Liu
- Key Laboratory of Bioorganic Chemistry and Molecular Engineering of the Ministry of Education, Beijing National Laboratory of Molecular Sciences, College of Chemistry and Molecular Engineering, Peking University, Beijing 100871, China
| | - Xiaoyu Li
- Key Laboratory of Bioorganic Chemistry and Molecular Engineering of the Ministry of Education, Beijing National Laboratory of Molecular Sciences, College of Chemistry and Molecular Engineering, Peking University, Beijing 100871, China; Key Laboratory of Chemical Genomics, School of Chemical Biology and Biotechnology, Peking University Shenzhen Graduate School, Shenzhen 518055, China.
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27
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Franzini RM, Nauer A, Scheuermann J, Neri D. Interrogating target-specificity by parallel screening of a DNA-encoded chemical library against closely related proteins. Chem Commun (Camb) 2015; 51:8014-6. [DOI: 10.1039/c5cc01230a] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
Screening a DNA-encoded chemical library against closely related proteins enabled us to predict target specificity as illustrated for serum albumins from different species.
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Affiliation(s)
| | - Angela Nauer
- Institute of Pharmaceutical Sciences
- ETH Zürich
- 8093 Zürich
- Switzerland
| | - Jörg Scheuermann
- Institute of Pharmaceutical Sciences
- ETH Zürich
- 8093 Zürich
- Switzerland
| | - Dario Neri
- Institute of Pharmaceutical Sciences
- ETH Zürich
- 8093 Zürich
- Switzerland
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